Big data real-time modeling method and system based on full life cycle

A technology with a full life cycle and modeling method, applied in the field of big data real-time modeling method and system, can solve the problems of data mining methods such as lack of historical data and real-time data integration and analysis, and achieve a highly scalable effect

Active Publication Date: 2019-12-20
深圳市华成峰科技有限公司
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  • Application Information

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Problems solved by technology

[0007] However, these data mining methods lack the integrated analysis of historical data and real-time data.

Method used

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  • Big data real-time modeling method and system based on full life cycle

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Embodiment Construction

[0021] In order to make the above-mentioned purpose, features and advantages of the present application more obvious and understandable, the specific implementation manners of the present application will be described in detail below in conjunction with the accompanying drawings. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the application. However, the present application can be implemented in many other ways different from those described here, and those skilled in the art can make similar improvements without departing from the connotation of the present application, so the present application is not limited by the specific embodiments disclosed below.

[0022] It should be noted that when an element is referred to as being “fixed on” or “disposed on” another element, it may be directly on the other element or there may be an intervening element. When an element is referred to as being "connected to" a...

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Abstract

The invention relates to a big data real-time modeling method and system based on a full life cycle. The big data real-time modeling method comprises the following steps: building a model pool throughemploying historical data; receiving real-time data, and verifying the model pool; and when the verification is passed, outputting a mining result of the real-time data according to the model pool. According to the real-time modeling method, through a model pool and verification thereof, historical data and real-time data are organically combined; when the verification is passed, namely the modelpool is applicable, the mining result of the real-time data is output according to the model pool, the method is applicable to the whole industry, the requirements of users for analyzing and mining enterprise-level big data can be met, the specific configuration scheme is very flexible, the real-time data can be automatically converted into the change of historical data, and the high expansibility is guaranteed.

Description

technical field [0001] This application relates to the field of data processing, in particular to a method and system for real-time modeling of big data based on the full life cycle. Background technique [0002] Big data refers to a collection of data that cannot be captured, managed and processed by conventional software tools within a certain period of time. , high growth rates and diverse information assets. Big data is a collection of data that is so large that it exceeds the capabilities of traditional database software tools in terms of acquisition, storage, management, and analysis. great feature. With the advent of the cloud era, big data has also attracted more and more attention. Big data is often used to describe the large volumes of unstructured and semi-structured data that a company creates that would take too much time and money to download to a relational database for analysis. Big data analysis is often associated with cloud computing because real-time ...

Claims

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Application Information

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IPC IPC(8): G06F16/215G06F16/2458G06F16/25
CPCG06F16/215G06F16/2465G06F16/254
Inventor 范长春
Owner 深圳市华成峰科技有限公司
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